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[Experimental] Use IvfIndex instead.

Usage

rs_ivf_build(
  data,
  metric,
  nlist,
  kmeans_iters,
  kmeans_balanced,
  seed,
  precision,
  verbose
)

Arguments

data

Numeric matrix. Samples x features.

metric

String. One of c("euclidean", "cosine").

nlist

Integer or NULL. Number of Voronoi cells.

kmeans_iters

Integer or NULL. Lloyd iterations.

kmeans_balanced

Boolean. Reseed starved centroids.

seed

Integer. Random seed.

precision

String. "float" or "double".

verbose

Boolean. Print progress.

Value

External pointer to the index.